2.2.28自顶向下与自底向上。对于N=10^3、10^4、10^5和10^6,使用SortCompare比较自顶向下和自底向上的归并排序的性能。
import java.util.Arrays;
public class E2d2d28
{
public static double time (String alg,Double[] a)
{
Stopwatch timer =new Stopwatch();
if(alg.equals("UB")) Merge.sort(a);
if(alg.equals("BU")) MergeBU.sort(a);
return timer.elapsedTime();
}
public static double timeRandomInput(String alg,int N,int T)
{
double total =0.0;
Double[] a=new Double[N];
for (int t=0;t<T;t++)
{
for (int i=0;i<N;i++)
a[i]=StdRandom.uniform();
total+=time(alg,a);
}
return total/T;
}//end timeRandomInput
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
int T=Integer.parseInt(args[1]);
StdOut.printf("For %d random Doubles %d times sort ",N,T);
double t1=timeRandomInput("UB",N,T);
double t2=timeRandomInput("BU",N,T);
StdOut.printf("UB sort spend time=%.2f, BU=%.2f,BU/UB=%.2f ",t1,t2,t2/t1);
}
}
import java.util.Arrays;
public class Merge
{
private static Comparable[] aux;
public static void sort(Comparable[] a)
{
aux=new Comparable[a.length];
sort(a,0,a.length-1);
}
public static void sort(Comparable[] a,int lo,int hi)
{
if (hi<=lo) return;
int mid=lo+(hi-lo)/2;
sort(a,lo,mid);
sort(a,mid+1,hi);
merge(a,lo,mid,hi);
}
public static void merge(Comparable[] a,int lo,int mid,int hi)
{
int i=lo,j=mid+1;
for (int k=lo;k<=hi;k++)
aux[k]=a[k];
for(int k=lo;k<=hi;k++)
if (i>mid) a[k]=aux[j++];
else if (j>hi) a[k]=aux[i++];
else if (less(aux[j],aux[i])) a[k]=aux[j++];
else a[k]=aux[i++];
}
private static boolean less(Comparable v,Comparable w)
{ return v.compareTo(w)<0;}
public static boolean isSorted(Comparable[] a)
{
for(int i=1;i<a.length;i++)
if(less(a[i],a[i-1])) return false;
return true;
}
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
Comparable[] a=new Comparable[N];
for(int i=0;i<N;i++)
a[i]=StdRandom.uniform();
sort(a);
StdOut.printf("isSorted=%s",isSorted(a));
}
}
public class MergeBU
{
private static Comparable[] aux;
public static void sort(Comparable[] a)
{
int N=a.length;
aux=new Comparable[N];
for(int sz=1;sz<N;sz=sz+sz)
for(int lo=0;lo<N-sz;lo+=sz+sz)
merge(a,lo,lo+sz-1,Math.min(lo+sz+sz-1,N-1));
}
public static void merge(Comparable[] a,int lo,int mid,int hi)
{
int i=lo,j=mid+1;
for (int k=lo;k<=hi;k++)
aux[k]=a[k];
for(int k=lo;k<=hi;k++)
if (i>mid) a[k]=aux[j++];
else if (j>hi) a[k]=aux[i++];
else if (less(aux[j],aux[i])) a[k]=aux[j++];
else a[k]=aux[i++];
}
private static boolean less(Comparable v,Comparable w)
{ return v.compareTo(w)<0;}
public static boolean isSorted(Comparable[] a)
{
for(int i=1;i<a.length;i++)
if(less(a[i],a[i-1])) return false;
return true;
}
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
Comparable[] a=new Comparable[N];
for(int i=0;i<N;i++)
a[i]=StdRandom.uniform();
sort(a);
StdOut.printf("isSorted=%s",isSorted(a));
}
}
import java.util.Arrays;
public class E2d2d28
{
public static double time (String alg,Double[] a)
{
Stopwatch timer =new Stopwatch();
if(alg.equals("UB")) Merge.sort(a);
if(alg.equals("BU")) MergeBU.sort(a);
return timer.elapsedTime();
}
public static double timeRandomInput(String alg,int N,int T)
{
double total =0.0;
Double[] a=new Double[N];
for (int t=0;t<T;t++)
{
for (int i=0;i<N;i++)
a[i]=StdRandom.uniform();
total+=time(alg,a);
}
return total/T;
}//end timeRandomInput
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
int T=Integer.parseInt(args[1]);
StdOut.printf("For %d random Doubles %d times sort ",N,T);
double t1=timeRandomInput("UB",N,T);
double t2=timeRandomInput("BU",N,T);
StdOut.printf("UB sort spend time=%.2f, BU=%.2f,BU/UB=%.2f ",t1,t2,t2/t1);
}
}
import java.util.Arrays;
public class Merge
{
private static Comparable[] aux;
public static void sort(Comparable[] a)
{
aux=new Comparable[a.length];
sort(a,0,a.length-1);
}
public static void sort(Comparable[] a,int lo,int hi)
{
if (hi<=lo) return;
int mid=lo+(hi-lo)/2;
sort(a,lo,mid);
sort(a,mid+1,hi);
merge(a,lo,mid,hi);
}
public static void merge(Comparable[] a,int lo,int mid,int hi)
{
int i=lo,j=mid+1;
for (int k=lo;k<=hi;k++)
aux[k]=a[k];
for(int k=lo;k<=hi;k++)
if (i>mid) a[k]=aux[j++];
else if (j>hi) a[k]=aux[i++];
else if (less(aux[j],aux[i])) a[k]=aux[j++];
else a[k]=aux[i++];
}
private static boolean less(Comparable v,Comparable w)
{ return v.compareTo(w)<0;}
public static boolean isSorted(Comparable[] a)
{
for(int i=1;i<a.length;i++)
if(less(a[i],a[i-1])) return false;
return true;
}
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
Comparable[] a=new Comparable[N];
for(int i=0;i<N;i++)
a[i]=StdRandom.uniform();
sort(a);
StdOut.printf("isSorted=%s",isSorted(a));
}
}
public class MergeBU
{
private static Comparable[] aux;
public static void sort(Comparable[] a)
{
int N=a.length;
aux=new Comparable[N];
for(int sz=1;sz<N;sz=sz+sz)
for(int lo=0;lo<N-sz;lo+=sz+sz)
merge(a,lo,lo+sz-1,Math.min(lo+sz+sz-1,N-1));
}
public static void merge(Comparable[] a,int lo,int mid,int hi)
{
int i=lo,j=mid+1;
for (int k=lo;k<=hi;k++)
aux[k]=a[k];
for(int k=lo;k<=hi;k++)
if (i>mid) a[k]=aux[j++];
else if (j>hi) a[k]=aux[i++];
else if (less(aux[j],aux[i])) a[k]=aux[j++];
else a[k]=aux[i++];
}
private static boolean less(Comparable v,Comparable w)
{ return v.compareTo(w)<0;}
public static boolean isSorted(Comparable[] a)
{
for(int i=1;i<a.length;i++)
if(less(a[i],a[i-1])) return false;
return true;
}
public static void main(String[] args)
{
int N=Integer.parseInt(args[0]);
Comparable[] a=new Comparable[N];
for(int i=0;i<N;i++)
a[i]=StdRandom.uniform();
sort(a);
StdOut.printf("isSorted=%s",isSorted(a));
}
}